Emanuele Pesce

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 9

Top Topics

Diffusion Process

Amyotrophic Lateral Sclerosis

Distributed Control

Multiagent Learning

Top Venues

Medical Image Anal.

Publications

Emanuele Pesce, Giovanni Montana
Learning multi-agent coordination through connectivity-driven communication. Mach. Learn. 112 (2) (2023)
Emanuele Pesce, Giovanni Montana
Connectivity-driven Communication in Multi-agent Reinforcement Learning through Diffusion Processes on Graphs. CoRR (2020)
Emanuele Pesce, Giovanni Montana
Improving coordination in small-scale multi-agent deep reinforcement learning through memory-driven communication. Mach. Learn. 109 (9-10) (2020)
Angela Serra, Paola Galdi, Emanuele Pesce, Michele Fratello, Francesca Trojsi, Gioacchino Tedeschi, Roberto Tagliaferri, Fabrizio Esposito
Strong-Weak Pruning for Brain Network Identification in Connectome-Wide Neuroimaging: Application to Amyotrophic Lateral Sclerosis Disease Stage Characterization. Int. J. Neural Syst. 29 (7) (2019)
Emanuele Pesce, Giovanni Montana
Improving Coordination in Multi-Agent Deep Reinforcement Learning through Memory-driven Communication. CoRR (2019)
Emanuele Pesce, Samuel Withey, Petros-Pavlos Ypsilantis, Robert Bakewell, Vicky Goh, Giovanni Montana
Learning to detect chest radiographs containing pulmonary lesions using visual attention networks. Medical Image Anal. 53 (2019)
Emanuele Pesce, Petros-Pavlos Ypsilantis, Samuel Withey, Robert Bakewell, Vicky Goh, Giovanni Montana
Learning to detect chest radiographs containing lung nodules using visual attention networks. CoRR (2017)
Jacek Filipczuk, Emanuele Pesce, Sabrina Senatore
Sentiment detection for predicting altruistic behaviors in Social Web: A case study. SMC (2016)
Ai Wern Chung, Emanuele Pesce, Ricardo Pio Monti, Giovanni Montana
Classifying HCP task-fMRI networks using heat kernels. PRNI (2016)